irsyadas/salary-classification

Salary Classification using Random Forest Classifier with GridSearchCV for hyperparameter tuning

Salary Classification

A final project assigned by SanberCode Python - Data Science Online Class (Batch 0820) to classify salary from each person. I'm using Sklearn with Random Forest Classifier and also GridSearch CV for the hyperparameter tuning.

Prerequisites

Run pip or conda to install the followings:

1. pandas
2. numpy
3. sklearn

Coder Notes

So far, I decided to use Random Forest Classifier for the algorithm and GridSearchCV for hyperparameter tuning. For future improvement, I may include RandomizedSearchCV as well.